Marius CiepluchandClaude Fable 5.1
b1c5f36076
Tasks 8.1, 7.1 (tests) and the re-scoped 5.3.
- pairs.py: review_tier in {seeded, advisory, title, reviewed} with
per-slice defaults (local reviewed, vibe-py seeded, sast/vfc/vfc-js/
github advisory, agent-vfc title); reviewer = "pending" means title, a
named reviewer means reviewed, reviewed without a reviewer is rejected;
per_tier metrics in the payload; select_tier and GATING_TIERS for the
improve loop.
- catalog_gen.py: stamps review_tier (and reviewer) on every generated
row and training manifest row; title rows enter catalog.toml; the
catalog-candidates.toml queue is retired; precedence matches the loader.
- agent-vfc: 29 title-tier rows load and score (0/29, Youden 0.0, the
honest unreviewed baseline); local rows name their reviewer.
- Tests: tier defaults, loader rejections, per_tier payload, the Req 8.1
catalog-on-disk / stage-1 exclusion proof and per-slice CLI checks.
Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
vibe-py slice
Isolated Python web functions from Real-Vuln-Benchmark (Apache-2.0 benchmark; each target repository keeps its own license).
-
Vuln side: the function enclosing a labeled vulnerable finding (
is_vulnerable = true). -
Fixed twin: a false-positive trap function (
is_vulnerable = false) from the same repository. The scanner must stay silent there, so silent-on-fix here measures precision on traps. -
Provenance:
humanfor the 26 human-authored apps,agentfor the 40 LLM-generated apps. The LLM-generated repositories (kolega-ai-dev/vc-*) currently carry no license file, so they are skipped bybuild_recipes.pyand not vendored (Req 5.4). Re-run with--allow-unlicensedonly to inspect them locally; do not commit those excerpts. -
Caveat: the human corpus is educational and CTF style (DVPWA, VAmPI, vulpy, ...), not production code. Say so when reading numbers.
-
Matching: every row names the function; the upstream scorer tolerates ±10 lines, ours requires the detection inside the function.
-
Excerpt shape: line-range excerpts of methods keep their class indentation, so 27 of them fail stdlib
ast.parse("unexpected indent") while tree-sitter parses them with correct function ranges.parse_failed 0rests on tree-sitter; stdlib-ast parity would need dedenting.
Rebuild: see the docstring of build_recipes.py. Regenerate the catalog with
python benchmarks/pairs/catalog_gen.py --slice vibe-py. Maintainer only; CI never fetches.